06 November, 2018

R Markdown

This is an R Markdown presentation. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.

When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document.

Slide with Bullets

  • Bullet 1
  • Bullet 2
  • Bullet 3

Slide with R Output

summary(cars)
##      speed           dist       
##  Min.   : 4.0   Min.   :  2.00  
##  1st Qu.:12.0   1st Qu.: 26.00  
##  Median :15.0   Median : 36.00  
##  Mean   :15.4   Mean   : 42.98  
##  3rd Qu.:19.0   3rd Qu.: 56.00  
##  Max.   :25.0   Max.   :120.00

Slide with Plot

Exploratory Data Visualizations

GPS

Skin Conductance

Plotting the elevation and timestamp of each waypoint using ggplot, allows the visualization of the cycling route between Tilburg and Waalwijk. 

## OGR data source with driver: ESRI Shapefile 
## Source: "/Users/garrettmillar/Desktop/Fall_2018_Classes/GIS_713/Final_Project/NL006L3_TILBURG/Shapefiles", layer: "NL006L3_TILBURG_UA2012"
## with 12086 features
## It has 11 fields

Web-mapping — Leaflet

Study Area — Landcover

Spatial Analysis

Mapping Cycling Routes

Skin Conductance by Landcover Types

Landcover Class Statistic
Sampled Points (N) Skin Conductance (M)
natural 33024 3250.58
roads 46954 648.91
urban 28333 1235.15
Landcover Class Statistic
Sampled Points (N) Skin Conductance (M)
Arable land (annual crops) 6480 3134.32
Construction sites 0 0
Continuous urban fabric (S.L. : > 80%) 3995 1574.56
Discontinuous dense urban fabric (S.L. : 50% - 80%) 4004 -2737.85
Discontinuous low density urban fabric (S.L. : 10% - 30%) 2764 5136.59
Discontinuous medium density urban fabric (S.L. : 30% - 50%) 1600 -2537.95
Discontinuous very low density urban fabric (S.L. : < 10%) 40 -0.3
Fast transit roads and associated land 0 0
Forests 9408 2292.75
Green urban areas 268 -1840.75
Herbaceous vegetation associations (natural grassland, moors...) 2668 540.78
Industrial, commercial, public, military and private units 15522 1851.4
Isolated structures 408 1944.19
Land without current use 1224 1316.95
Mineral extraction and dump sites 0 0
Open spaces with little or no vegetation (beaches, dunes, bare rocks, glaciers) 0 0
Other roads and associated land 43466 421.57
Pastures 5332 867.85
Permanent crops (vineyards, fruit trees, olive groves) 340 10679.79
Railways and associated land 3380 3439.65
Sports and leisure facilities 7304 7481.75
Water 108 4802.31
Wetlands 0 0

Space-time Cube

You must enable Javascript to view this page properly.